Run
518269

Run 518269

Task 9942 (Supervised Classification) wall-robot-navigation Uploaded 30-01-2016 by Rafael Gomes Mantovani
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Flow

classif.mda(1)Learner classif.mda from package(s) !mda.
classif.mda(1)_keep.fittedFALSE
classif.mda(1)_start.methodlvq
classif.mda(1)_seed1
classif.mda(1)_kindMersenne-Twister
classif.mda(1)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8417
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7889
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6892
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3819.451
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1005
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3312
Cross-validation details (10-fold Crossvalidation)
Number of instances
5456
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7927
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7989
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.7989
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3035
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3171
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7791
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
13.086
UserCPU time millis testing
0.07
UserCPU time millis training
13.016